{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "from mpl_toolkits.mplot3d import Axes3D\n",
    "import scipy as sp\n",
    "import scipy.linalg\n",
    "import sympy as sy\n",
    "sy.init_printing() "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# <font face=\"gotham\" color=\"purple\"> Vector Space </font>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "A vector space, as its name indicates, is the space for vectors, which defines two operations, **addition** and **multiplication by scalars**, subject to $10$ axioms below."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "1. The sum of ${u}$ and ${v}$, denoted by ${u}+{v},$ is in $V$\n",
    "2. ${u}+{v}={v}+{u}$\n",
    "3. $({u}+{v})+{w}={u}+({v}+{w})$\n",
    "4. There is a zero vector $0$ in $V$ such that ${u}+{0}={u}$\n",
    "5. For each ${u}$ in $V$, there is a vector $-{u}$ in $V$ such that ${u}+(-{u})={0}$\n",
    "6. The scalar multiple of ${u}$ by $c,$ denoted by $c {u},$ is in $V$\n",
    "7. $c({u}+{v})=c {u}+c {v}$\n",
    "8. $(c+d) {u}=c {u}+d {u}$\n",
    "9. $c(d {u})=(c d) {u}$\n",
    "10. $1 {u}={u}$"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Though $10$ axioms seem quite apparent and superfluous, simply remember this: _addition and multiplication are closed in vector space_."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "All axioms are self-explanatory without proof, we can visualize axiom $7$ with a user-defined function."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x504 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def vecSpaceAx7(u, v, c):\n",
    "    fig, ax = plt.subplots(figsize = (7, 7))\n",
    "    '''Syntax vecSpaceAx7(u, v, c), to demonstrate Axiom 7.'''\n",
    "    ax.arrow(0, 0, u[0], u[1], color = 'red', width = .08, \n",
    "         length_includes_head = True,\n",
    "         head_width = .3, # default: 3*width\n",
    "         head_length = .6,\n",
    "         overhang = .4)\n",
    "    \n",
    "    ax.arrow(0, 0, v[0], v[1], color = 'blue', width = .08, \n",
    "         length_includes_head = True,\n",
    "         head_width = .3, # default: 3*width\n",
    "         head_length = .6,\n",
    "         overhang = .4)\n",
    "    \n",
    "    ax.arrow(0, 0, u[0]+v[0], u[1]+v[1], color = 'green', width = .08, \n",
    "         length_includes_head = True,\n",
    "         head_width = .3, # default: 3*width\n",
    "         head_length = .6,\n",
    "         overhang = .4)\n",
    "    \n",
    "    ax.arrow(0, 0, c*u[0], c*u[1], color = 'red', width = .08, alpha=.5, \n",
    "         length_includes_head = True,\n",
    "         head_width = .3, # default: 3*width\n",
    "         head_length = .6,\n",
    "         overhang = .4)\n",
    "    \n",
    "    ax.arrow(0, 0, c*v[0], c*v[1], color = 'blue', width = .08, alpha=.5, \n",
    "         length_includes_head = True,\n",
    "         head_width = .3, # default: 3*width\n",
    "         head_length = .6,\n",
    "         overhang = .4)    \n",
    "    ax.arrow(0, 0, c*(u[0]+v[0]), c*(u[1]+v[1]), color = 'green', width = .08, alpha=.5,  \n",
    "         length_includes_head = True,\n",
    "         head_width = .3, # default: 3*width\n",
    "         head_length = .6,\n",
    "         overhang = .4)\n",
    "    \n",
    "    ###########################Dashed Lines#################################\n",
    "    point1 = [u[0], u[1]]\n",
    "    point2 = [u[0] + v[0], u[1] + v[1]]\n",
    "    line = np.array([point1, point2])\n",
    "    ax.plot(line[:,0], line[:,1], ls = '--', lw = 3, color = 'red', alpha = .5)\n",
    "    \n",
    "    point1 = [v[0], v[1]]\n",
    "    point2 = [u[0] + v[0], u[1] + v[1]]\n",
    "    line = np.array([point1, point2])\n",
    "    ax.plot(line[:,0], line[:,1], ls = '--', lw = 3, color = 'blue', alpha = .5)\n",
    "\n",
    "    point1 = [c*v[0], c*v[1]]\n",
    "    point2 = [c*(u[0] + v[0]),c*(u[1] + v[1])]\n",
    "    line = np.array([point1, point2])\n",
    "    ax.plot(line[:,0], line[:,1], ls = '--', lw = 3, color = 'blue', alpha = .5)\n",
    "\n",
    "    point1 = [c*u[0], c*u[1]]\n",
    "    point2 = [c*(u[0] + v[0]), c*(u[1] + v[1])]\n",
    "    line = np.array([point1, point2])\n",
    "    ax.plot(line[:,0], line[:,1], ls = '--', lw = 3, color = 'blue', alpha = .5)\n",
    "    \n",
    "    ####################################Text###############################\n",
    "    \n",
    "    ax.text(x = u[0], y = u[1], s = '$(%.0d, %.0d)$' % (u[0], u[1]), size = 16)\n",
    "    ax.text(x = v[0], y = v[1], s = '$(%.0d, %.0d)$' % (v[0], v[1]), size = 16)\n",
    "    ax.text(x = u[0]+v[0], y = u[1]+v[1], s = '$(%.0d, %.0d)$' % (u[0]+v[0], u[1]+v[1]), size = 16)    \n",
    "    ax.text(x = c*u[0], y = c*v[1], s = '$(%.0d, %.0d)$' % (c*u[0], c*u[1]), size = 16) \n",
    "    ax.text(x = c*v[0], y = c*v[1], s = '$(%.0d, %.0d)$' % (c*v[0], c*v[1]), size = 16)     \n",
    "    ax.text(x = c*(u[0]+v[0]), y = c*(u[1]+v[1]), s = '$(%.0d, %.0d)$' % (c*(u[0]+v[0]), c*(u[1]+v[1])), size = 16)     \n",
    "    \n",
    "    ax.set_title('Axiom 7: $c(\\mathbf{u}+\\mathbf{v})=c \\mathbf{u}+c \\mathbf{v}$', size = 19, color = 'red')\n",
    "    \n",
    "    ax.axis([0, np.max(c*u)+6, 0, np.max(c*v)+6])\n",
    "    ax.grid(True)\n",
    "    \n",
    "if __name__ == '__main__':\n",
    "    u = np.array([2,3])\n",
    "    v = np.array([3,1])\n",
    "    c = 2\n",
    "    vecSpaceAx7(u, v, c)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Try different vectors."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 504x504 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "u = np.array([1, 3])\n",
    "v = np.array([5, 2])\n",
    "vecSpaceAx7(u, v, 2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "However the vector space has more general meaning than containing vectors, the functions and polynomials can also be in the vector space as we have show in the section of linear dependence. \n",
    "\n",
    "The difference is that the functions has infinite number of elements (continuous functions) in contrast to vectors.\n",
    "\n",
    "We can demonstrate in the vector space for functions by plotting two trigonometric functions: $\\sin(x)$ and $\\cos{(x+1)}$ (stem plot), their addition in vector space is the pink shaded plot."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "def funcVecSp(x1, x2, c):\n",
    "    fig, ax = plt.subplots(figsize = (10, 10))\n",
    "    '''Syntax funcVecSp(x), x is the domain, for instance, x = np.linspace(-3, 3, 20)'''\n",
    "    y1 = c * np.sin(x1)\n",
    "    ax.stem(x1, y1, use_line_collection = True, linefmt = 'red', label ='$\\sin{x}$')\n",
    "    \n",
    "    y2 = c * np.cos(x2+1)\n",
    "    ax.stem(x2, y2, use_line_collection = True, linefmt = 'blue')\n",
    "    \n",
    "    y3 = c*(np.sin(x1)+np.cos(x2+1))\n",
    "    ax.plot(x2, y3, lw = 4, color = 'red', alpha = .6)\n",
    "    \n",
    "    ax.fill_between(x2, y3, 0, color  = 'red', alpha = .3)\n",
    "    \n",
    "    str1 = '$\\sin(x)+\\cos(x+1)$'\n",
    "    ax.annotate(str1, xy = (1, 2*(np.sin(1)+np.cos(1+1))), xytext = (0, 3), weight = 'bold', color  =  'r', fontsize =18,\n",
    "             arrowprops = dict(arrowstyle = '->', connectionstyle = 'arc3', color = 'b'))\n",
    "    \n",
    "    ax.axis([-5, 5, -4, 4])\n",
    "    ax.legend()\n",
    "\n",
    "if __name__ == '__main__':\n",
    "    x1 = np.arange(-5, 5, 0.3)\n",
    "    x2 = np.arange(-5.1, 4.9, 0.3)\n",
    "    c = 2\n",
    "    funcVecSp(x1, x2, c)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "So we can say that $\\sin{(x)}+\\cos{(x+1)}$ is in the same vector space of $\\sin{(x)}$ and $\\cos{(x+1)}$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# <font face=\"gotham\" color=\"purple\"> Subspace</font>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "A subspace is one of the most important concept in linear algebra, fortunately nothing really mysterious.\n",
    "\n",
    "A subspace resides in a vector space $V$,  we can denoted it as $H$. Only two properties needs to be verified:\n",
    "1. $H$ has zero vector.\n",
    "2. Closed under vector addition and scalar multiplication."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There are two facts of subspace:\n",
    "1. Any line passes through $(0, 0)$ in $\\mathbb{R}^2$ is a subspace of $\\mathbb{R}^2$.\n",
    "2. Any plane passes through $(0, 0, 0)$ in $\\mathbb{R}^3$ is a subspace of $\\mathbb{R}^3$.\n",
    "\n",
    "Next we will visualize the subspace."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## <font face=\"gotham\" color=\"purple\"> Visualization of Subspace of $\\mathbb{R}^2$</font>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize = (10, 10))\n",
    "####################### Arrows #######################\n",
    "x = np.arange(-10, 11, 1)\n",
    "y = 4/6*x\n",
    "ax.plot(x, y, lw = 4, color = 'blue',label = r'$y = \\frac{2}{3}x$, subspace of $\\mathbf{R}^2$')\n",
    "\n",
    "y = -3+4/6*x\n",
    "ax.plot(x, y, lw = 4, color = 'red',label = r'$y = -3+\\frac{2}{3}x$, not a subspace of $\\mathbf{R}^2$')\n",
    "\n",
    "ax.grid(True)\n",
    "ax.set_title('Visualization of Subspace in $R^2$ ', size = 18)\n",
    "ax.scatter(0, 0, s= 100, fc = 'black', ec = 'red')\n",
    "ax.text(-2, 0, '$(0,0)$',size = 18)\n",
    "ax.legend(fontsize = 16)\n",
    "\n",
    "ax.axis([-10, 10, -10, 10])\n",
    "\n",
    "ax.set_xlabel('x-axis', size = 18)\n",
    "ax.set_ylabel('y-axis', size = 18)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## <font face=\"gotham\" color=\"purple\"> Visualization of Subspace of $\\mathbb{R}^3$</font>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Consider a span of two vectors $u = (1,-2,1)^T$ and $v=(2,1,2)^T$. The span of $(u,v)$ is a subspace of $\\mathbb{R}^3$, where $s$ and $t$ are the scalars of the vectors."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "$$\n",
    "\\left[\n",
    "\\begin{matrix}\n",
    "x\\\\\n",
    "y\\\\\n",
    "z\n",
    "\\end{matrix}\n",
    "\\right]=\n",
    "s\\left[\n",
    "\\begin{matrix}\n",
    "1\\\\\n",
    "-2\\\\\n",
    "1\n",
    "\\end{matrix}\n",
    "\\right]+\n",
    "t\\left[\n",
    "\\begin{matrix}\n",
    "2\\\\\n",
    "1\\\\\n",
    "2\n",
    "\\end{matrix}\n",
    "\\right]=\n",
    "\\left[\n",
    "\\begin{matrix}\n",
    "s+2t\\\\\n",
    "-2s+t\\\\\n",
    "s+2t\n",
    "\\end{matrix}\n",
    "\\right]\n",
    "$$"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We also plot a plan which is not a subspace by adding $2$ onto the third equation, i.e. $z= s+2t+2$.\n",
    "\n",
    "Remember matplotlib does not have 3D engine, we have to pan to a proper angle to show the layout."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 576x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#%matplotlib notebook, use this only if you are in Jupyter Notebook\n",
    "fig = plt.figure(figsize = (8,8))\n",
    "\n",
    "ax = fig.add_subplot(111,projection='3d')\n",
    "\n",
    "s = np.linspace(-1, 1, 10)\n",
    "t = np.linspace(-1, 1, 10)\n",
    "S, T = np.meshgrid(s, t)\n",
    "\n",
    "X = S+2*T\n",
    "Y = -2*S+T\n",
    "Z = S+2*T\n",
    "\n",
    "ax.plot_surface(X, Y, Z, alpha = .9,cmap=plt.cm.coolwarm)\n",
    "\n",
    "Z2 = S+2*T+2 # this is not a subspace anymore\n",
    "ax.plot_surface(X, Y, Z2, alpha = .6 ,cmap=plt.cm.jet)\n",
    "\n",
    "ax.scatter(0,0,0, s = 200, color = 'red')\n",
    "ax.text(0,0,0,'$(0,0,0)$',size = 18, zorder = 5)\n",
    "\n",
    "ax.set_title('Visualization of Subspace of $\\mathbb{R}^3$', x = .5, y = 1.1, size = 20)\n",
    "\n",
    "ax.set_xlabel('x-axis', size = 18)\n",
    "ax.set_ylabel('y-axis', size = 18)\n",
    "ax.set_zlabel('z-axis', size = 18)\n",
    "\n",
    "ax.view_init(elev=-29, azim=132)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As you can see the plane contains $(0,0,0)$ is a subspace, but the other plane is not."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# <font face=\"gotham\" color=\"purple\"> Span</font>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We have mentioned **span** quite a few times before, now we give formal definition of a span."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Use $\\text{span}(S)$ to denote span of a subset $\\{v_1, v_2,...,v_n\\}$, which is a linear combination in vector space $V$.\n",
    "\n",
    "$$\n",
    "\\text{span}(S)=\\{c_1v_1+c_2v_2...+c_nv_n:c_1,...,c_n \\in R\\}\n",
    "$$"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The span of two vectors in $\\mathbb{R}^3$ is a plane and any two vectors span a plane. Say, we have two vectors: $(3, 9, 2)$, $(1,7,5)$, any linear combination is a span, i.e. $s(3,9,2)^T+t(1,7,5)^T$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For more general span, a basic fact of matrix multiplication can assist us in demonstrating:\n",
    "\n",
    "$$\n",
    "AB = A[b_1\\ b_2\\  b_3,...,b_4]=[Ab_1\\ Ab_2\\ Ab_3,...,Ab_p]\n",
    "$$\n",
    "\n",
    "where $A$ is the spanning set of vectors, $b_k$ is vector of weights for linear combination.We can generate a random matrix $B$ to form various linear combinations to visually verify if they are all contained in the spanned plane.\n",
    "\n",
    "We define \n",
    "$$\n",
    "A=\\left[\\begin{array}{rr}\n",
    "3 & 1 \\\\\n",
    "9 & 7 \\\\\n",
    "2 & 5 \n",
    "\\end{array}\\right]\\qquad b_i\\sim N(\\mathbb{0}, 1)\n",
    "$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "A = np.array([[3,9,2],[1,7,5]]).T\n",
    "\n",
    "B = 10*np.random.randn(2, 300) # i = 300, i.e. 300 random weight vectors\n",
    "vecs = A@B\n",
    "\n",
    "s = np.linspace(-10, 10, 10)\n",
    "t = np.linspace(-10, 10, 10)\n",
    "\n",
    "S, T = np.meshgrid(s, t)\n",
    "\n",
    "X = 3*S+T\n",
    "Y = 9*S+7*T\n",
    "Z = 2*S+5*T\n",
    "\n",
    "fig, ax = plt.subplots(figsize = (10, 10))\n",
    "ax = fig.add_subplot(projection='3d')\n",
    "ax.plot_wireframe(X, Y, Z, linewidth = 1.5, color = 'k', alpha = .6)\n",
    "ax.scatter(0,0,0, s =200, ec = 'red', fc = 'black')\n",
    "\n",
    "colors = np.random.rand(vecs.shape[1],3)\n",
    "for i in range(vecs.shape[1]):\n",
    "    vec = np.array([[0, 0, 0, vecs[0,i], vecs[1,i], vecs[2,i]]])\n",
    "    X, Y, Z, U, V, W = zip(*vec)\n",
    "    ax.quiver(X, Y, Z, U, V, W, length=1,color = colors[i], normalize=False, arrow_length_ratio = .07, pivot = 'tail',\n",
    "          linestyles = 'solid',linewidths = 2, alpha = .9)\n",
    "ax.view_init(elev=-156, azim=-56)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Pan around the plot, we confirm that all the vectors are in the $\\text{Span}(u,v)$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## <font face=\"gotham\" color=\"purple\"> Span of $\\mathbb{R}^3$</font>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Reproduce the code above, but we have three vectors: $(1,0,1)$, $(1,1,0)$, $(0,1,1)$. Again we create a random coefficent matrix to form different linear combinations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "A = np.array([[1,0,1],[1,1,0],[0,1,1]]).T\n",
    "B = 5*np.random.randn(3, 300)\n",
    "vecs = A@B\n",
    "\n",
    "s = np.linspace(-10, 10, 10)\n",
    "t = np.linspace(-10, 10, 10)\n",
    "\n",
    "S, T = np.meshgrid(s, t)\n",
    "\n",
    "X = S+T\n",
    "Y = T\n",
    "Z = S\n",
    "\n",
    "fig, ax = plt.subplots(figsize = (10, 10))\n",
    "ax = fig.add_subplot(projection='3d')\n",
    "ax.plot_wireframe(X, Y, Z, linewidth = 1.5, color = 'k', alpha = .6)\n",
    "ax.scatter(0,0,0, s =200, ec = 'red', fc = 'black')\n",
    "\n",
    "colors = np.random.rand(vecs.shape[1],3)\n",
    "for i in range(vecs.shape[1]):\n",
    "    vec = np.array([[0, 0, 0, vecs[0,i], vecs[1,i], vecs[2,i]]])\n",
    "    X, Y, Z, U, V, W = zip(*vec)\n",
    "    ax.quiver(X, Y, Z, U, V, W, length=1,color = colors[i], normalize=False, arrow_length_ratio = .07, pivot = 'tail',\n",
    "          linestyles = 'solid',linewidths = 2, alpha = .9)\n",
    "ax.view_init(elev=21, azim=-110)\n",
    "plt.show()"
   ]
  },
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   "source": [
    "The vectors are pointing every possible directions in $\\mathbb{R}^3$, and all of them stay in the span of those three vectors."
   ]
  }
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